Skip to main content
. 2019 Dec 10;7(12):e13305. doi: 10.2196/13305

Table 2.

Wearable and nonwearable sensors used in the Tracking Individual Performance with Sensors (TILES) study.

Type of sensor Description of sensor Frequency of wear (if applicable) Data collected from sensor
Wearable sensors



Fitbit Charge 2 (FitBit) Wrist-worn sensor; requires companion Fitbit phone app 24 hours a day for 10 weeks Heart rate; step count; sleep duration

OM signal (OM signal) Chest garment (bra for women, shirt for men) with clip-on box to collect data; requires companion OM signal app Worn for the duration of a participant’s work shift over the course of 10 weeks Electrocardiogram; breathing rate, depth; body motion

Jelly phone (Unihertz) Small Android phone that can be clipped onto participant’s clothing as a badge Worn for the duration of a participant’s work shift over the course of 10 weeks Audio features (eg, duration of speech and intonation)
Nonwearable sensors



S1 Minew beacon (Minew) Environmental sensor that can be placed in different rooms; communicates with Owl-in-One sensor No participant interaction with this sensor is required Temperature; humidity

i7-Rock Minew beacon (Minew) Environmental sensor that can be attached to doors or placed in different rooms; communicates with Owl-in-One sensor No participant interaction with this sensor is required Motion

E6 Minew beacon (Minew) Environmental sensor that can be placed in different rooms; communicates with Owl-in-One sensor No participant interaction with this sensor is required Light level

Owl-in-One (reelyActive) Environmental sensor that plugs into an outlet; tracks participant proximity using Bluetooth pings from the Fitbit Charge 2 Plugged into different rooms within the hospital where participants spent most of their time; no participant interaction with these sensors was required Participant proximity